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KINGY AI / MODEL ECONOMICS

AI API Cost Calculator

Compare text API costs across major model providers. Start with your workload or try an example below.

Calculations stay in your browser. No API key or model calls.

Import aggregate usage locally

Select a CSV with a header and one numeric row, or a JSON object. Use input_tokens_per_call, output_tokens_per_call and calls_per_month; additional_reasoning_tokens_per_call is optional. Only aggregate numbers are accepted. Do not include prompts, API keys or other content. Your file stays on this device.

Task assumptions and volume target

Preset sizes are editable examples, not measured usage. The word-to-token estimate varies by model, language and formatting. Include instructions, conversation history and repeated context. For a target of accepted outcomes, each model needs its own acceptance assumption; the calculated attempts are an expectation, not a guarantee.

Exact tokens, caching, reasoning and fees

Select “I have exact token usage” above to edit provider-reported token counts directly.

Read and write shares split the same input; their total cannot exceed 100%. Cache writes use the source’s default TTL. Add reasoning separately only when it is additional to visible output. Fees, taxes and tool charges are excluded unless added. The UTC scenario does not forecast a month of changing rates.

Share, save or restore this estimate

Sharing includes only workload settings, selected route IDs and assumptions. Invoice source text and results are kept out of these links.

Estimate a multi-model workflow

Add up to five stages using selected model routes. Enter monthly calls for each stage, including retries and failures. All stages use the cache, surcharge, other-charge and scheduled-pricing settings above. These temporary stages are not included in saved setups, share links or comparison exports; use the separate workflow download below.

Add a stage to begin.

Your estimated monthly API bill

Compare up to five models. Prices do not establish quality on your task.

Browse or replace comparison models

Find a model

The shortlist is an editorial starting point across providers and workloads, not a quality ranking. Categories suggest models to investigate; suitability remains unmeasured unless a matching test is shown. Search covers all routes unless other filters limit it. Capability filters include only routes with recent source evidence; absence does not establish that a capability is unsupported.

OpenRouter prices are its published top-provider rates. Direct API quotes are labeled separately. Lowest token cost does not establish best quality. Invalid or unsupported scenarios have no estimated price.

Loading source coverage…

While this page is visible, current public source evidence is rechecked every five minutes. Review dates advance only when the maintained source evidence does.

Plan a billing period, service tier and currency

What could your workload cost?

Three editable examples use the same maintained prices as the calculator. These are estimates, not measured workloads or invoices.

Customer support

10,000 requests / month · 1 call per attempt

1,960 input + 420 output tokens / call, estimated from 1,400 and 300 words.

Try customer support example

Document extraction

1,000 documents / month · 1 call per attempt

2,100 input + 280 output tokens / call, estimated from 1,500 and 200 words.

Try document extraction example

Coding

500 tasks / month · 3 calls per attempt

8,400 input + 2,800 output tokens / call, estimated from 6,000 and 2,000 words.

Try coding example
Estimated monthly API cost in USD for the examples above
Direct API modelSupportExtractionCodingSource
gpt-6.1-solOpenAI direct · Standard globalVerified 2026-11-12T04:20:04Z
Review due 2026-11-12T10:20:04Z
$81.20$7.00$67.20Official pricing
Claude Sonnet 5.5Claude direct · Standard globalVerified 2026-11-12T04:20:12Z
Review due 2026-11-12T10:20:12Z
$81.20$7.00$67.20Official pricing
Gemini 3.8 FlashGemini direct · Paid StandardVerified 2026-11-12T04:20:19Z
Review due 2026-11-12T10:20:19Z
$30.45$2.63$25.20Official pricing

Uncached text, standard pricing, all attempted calls included. No added reasoning tokens, tools, taxes or labor. Word counts use 1.4 estimated tokens per word. Expired or held prices are unavailable. These examples do not measure model quality.

How to estimate AI API costs

For uncached text, multiply input tokens by the input price, add output tokens multiplied by the output price, then multiply by monthly calls. Prices quoted per million tokens must first be divided by 1,000,000.

Include the whole request. System instructions, conversation history and repeated documents can all count as input. Word counts here use an editable estimate of 1.4 tokens per word; language, formatting and model tokenizers change the actual count. Use provider-reported tokens when available.

Count retries and agent steps. Each billed call contributes to the monthly total, including failed attempts. The coding example includes three calls per task. Caching, extra reasoning, paid tools, regional charges and taxes can change the bill; add applicable charges in the advanced settings.

Check quality separately. A lower token price does not show whether a model can do your job. The Kingy test costs tab contains dated coding and math results; those results do not measure the support or extraction examples.

Compare GPT-6.1 Sol with Claude Opus 5.5 · Compare Claude Sonnet with Opus